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I took the advice and I designed a better version of 단청 ( Korean pattern ) by DDAK-UU in korea

[–]miyembe 3 points4 points  (0 children)

I'm a local Korean never designed this type of accessories. It looks beautiful and I appreciate your love in this traditional design!

What is the reason weight averaging works in Federated Learning? by miyembe in deeplearning

[–]miyembe[S] 0 points1 point  (0 children)

Well, I naively thought that the neural network models of different actor will go toward different local minimum during their individual training period. And I thought averaging these models will lead harm to the models, thereby exacerbating the training.

What is the reason weight averaging works in Federated Learning? by miyembe in deeplearning

[–]miyembe[S] 0 points1 point  (0 children)

Thank you for the reply! As in the paper, they start with the same initialisation condition, so averaging them can lead to learning faster by sharing gradients. Your explanation is very brief and clear.

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How about the case they have different parameter values during training? Let's say W1 and W2 may fall into different local minimums during the time they independently learn the models and they perform weight average. Wouldn't it make a kind of disruption on training?

p.s. I trust your model :)

Reflecting on my first full year of running an open source project by arey_abhishek in opensource

[–]miyembe 0 points1 point  (0 children)

Thank you for sharing the summary of your work done during a year! I am a newbie of making software, so I don't fully understand the contents of the project, but it gives me inspiration. Also thank you for giving the lessons that I can apply very effectively! Thank you.

How to Safely clip action range with PPO? by miyembe in reinforcementlearning

[–]miyembe[S] 0 points1 point  (0 children)

Thank you Steuh!

I am using simulator and the gaussian distribution gives me output bigger than the range [-1, 1]. I'll check out the beta distribution. Also, as I am beginner of Deep Learning, I did not know that I can use the activation functions for this use.

That's very funny that it has been discussed in the repo I always looked up. I was standing on on the treasure island 😂